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72 lines
2.5 KiB
72 lines
2.5 KiB
"""
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Battle royal swarm where agents compete to be the first to answer a question. or the best answer.
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Look to fornight game
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teams of 1, 3 or 4 that equates to 100 total agents
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Communication is proximal and based on proximity
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Clashes with adversial agents not in team.
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Teams of 3 agents would fight each other and then move on while other agents are clashing with eachother as well.
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Agents can be in multiple teams
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Agents can be in multiple teams and be adversial to each other
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Agents can be in multiple teams and be adversial to each other and be in multiple teams
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"""
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import random
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from swarms.workers.worker import Worker
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class BattleRoyalSwarm:
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def __init__(self, human_evaluator=None):
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self.workers = [Worker() for _ in range(100)]
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self.teams = self.form_teams()
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self.human_evaluator = human_evaluator
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def form_teams(self):
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teams = []
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unassigned_workers = self.workers.copy()
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while unassigned_workers:
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size = random.choice([1, 3, 4])
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team = [
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unassigned_workers.pop()
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for _ in range(min(size, len(unassigned_workers)))
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]
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for worker in team:
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worker.teams.append(team)
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teams.append(team)
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return teams
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def broadcast_question(self, question: str):
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responses = {}
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for worker in self.workers:
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response = worker.run(question)
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responses[worker.id] = response
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# Check for clashes and handle them
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for i, worker1 in enumerate(self.workers):
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for j, worker2 in enumerate(self.workers):
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if (
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i != j
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and worker1.is_within_proximity(worker2)
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and set(worker1.teams) != set(worker2.teams)
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):
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winner, loser = self.clash(worker1, worker2, question)
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print(f"Worker {winner.id} won over Worker {loser.id}")
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def communicate(self, sender: Worker, reciever: Worker, message: str):
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if sender.is_within_proximity(reciever) or any(
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team in sender.teams for team in reciever.teams
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):
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pass
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def clash(self, worker1: Worker, worker2: Worker, question: str):
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solution1 = worker1.run(question)
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solution2 = worker2.run(question)
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score1, score2 = self.human_evaluator(solution1, solution2)
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if score1 > score2:
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return worker1, worker2
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return worker2, worker1
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